I have a very simple lambda that uses the OpenAI API to send a prompt to ChatGPT.
The lambda handler does not appear to wait for the request to complete. I've set the timeout in the lambda Configuration to 30 seconds.
The same code when run from my linux command line with the same version of Node executes successfully (i.e. gets and displays a response) in about 2 seconds.
Any insights very welcome - I've been beating up on this for over a week :(
Thanks,
David
Sample code:
const { Configuration, OpenAIApi } = require("openai");
exports.handler = async function(event, context, callback) {
var output;
try {
output = getResponse(event.prompt);
console.log('finished');
}
catch (e){
output = e.message;
}
let response = {
statusCode: 200,
headers: { "Content-type" : "application/json" },
body: JSON.stringify(output)
};
return response;
};
async function getResponse(prompt)
{
console.log("getResponse('" + prompt + "')");
const configuration = new Configuration({
apiKey: "my-api-key-here",
});
const openai = new OpenAIApi(configuration);
console.log('make request');
await openai.createCompletion({
model: "text-davinci-003",
prompt: prompt,
temperature: 0.7,
max_tokens: 500,
top_p: 1,
frequency_penalty: 0,
presence_penalty: 0,
}).then((res) => {
var text = res.data.choices[0].text;
console.log('GPT3 says: ' + text);
}).catch((error) => {
console.log('in the catch clause: ' + error);
});
console.log('how did we get here?');
}
Input:
{
"prompt": "what did the fox say?"
}
Output:
Test Event Name
fox_test
Response
{
"statusCode": 200,
"headers": {
"Content-type": "application/json"
},
"body": "{}"
}
Function Logs
2023-04-24T13:58:50.031+01:00 START RequestId: 18ac9c86-d16b-46f2-8cbd-b4f3887429ae Version: $LATEST
2023-04-24T13:58:50.063+01:00 2023-04-24T12:58:50.063Z 18ac9c86-d16b-46f2-8cbd-b4f3887429ae INFO getResponse('what did the fox say?')
2023-04-24T13:58:50.063+01:00 2023-04-24T12:58:50.063Z 18ac9c86-d16b-46f2-8cbd-b4f3887429ae INFO make request
2023-04-24T13:58:50.064+01:00 2023-04-24T12:58:50.064Z 18ac9c86-d16b-46f2-8cbd-b4f3887429ae INFO finished
2023-04-24T13:58:50.124+01:00 END RequestId: 18ac9c86-d16b-46f2-8cbd-b4f3887429ae
2023-04-24T13:58:50.124+01:00 REPORT RequestId: 18ac9c86-d16b-46f2-8cbd-b4f3887429ae Duration: 92.45 ms Billed Duration: 93 ms Memory Size: 128 MB Max Memory Used: 77 MB
Brilliant! Thanks so much ... I almost see how this works and why my original code doesn't but not quite :) I'll experiment until I understand properly but it's so good to have this working.
David